Joaquín Abellán

Joaquín Abellán

Universidad de Granada

H-index: 33

Europe-Spain

About Joaquín Abellán

Joaquín Abellán, With an exceptional h-index of 33 and a recent h-index of 24 (since 2020), a distinguished researcher at Universidad de Granada, specializes in the field of Information Theory, Imprecise Probabilities, Uncertainty Measures, Data Mining.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Variation of the Algorithm to Achieve the Maximum Entropy for Belief Functions

Upgrading the Fusion of Imprecise Classifiers

Improving the results in credit scoring by increasing diversity in ensembles of classifiers

Using credal c4. 5 for calibrated label ranking in multi-label classification

A cost-sensitive imprecise credal decision tree based on nonparametric predictive inference

A new label ordering method in Classifier Chains based on imprecise probabilities

Using extreme prior probabilities on the Naive Credal Classifier

Credal sets representable by reachable probability intervals and belief functions

Joaquín Abellán Information

University

Position

Profesor del departamento de Ciencias de la Computación e Inteligencia Artificial ()

Citations(all)

3397

Citations(since 2020)

2003

Cited By

2194

hIndex(all)

33

hIndex(since 2020)

24

i10Index(all)

51

i10Index(since 2020)

42

Email

University Profile Page

Universidad de Granada

Google Scholar

View Google Scholar Profile

Joaquín Abellán Skills & Research Interests

Information Theory

Imprecise Probabilities

Uncertainty Measures

Data Mining

Top articles of Joaquín Abellán

Title

Journal

Author(s)

Publication Date

A Variation of the Algorithm to Achieve the Maximum Entropy for Belief Functions

Joaquín Abellán Mulero

Alejandro Pérez Lara

Serafín Moral García

2023/5/29

Upgrading the Fusion of Imprecise Classifiers

Entropy

Serafín Moral-García

María D Benítez

Joaquín Abellán

2023/7/19

Improving the results in credit scoring by increasing diversity in ensembles of classifiers

IEEE Access

Serafín Moral-García

Joaquín Abellán

2023/6/8

Using credal c4. 5 for calibrated label ranking in multi-label classification

International Journal of Approximate Reasoning

Serafín Moral-García

Carlos J Mantas

Javier G Castellano

Joaquín Abellán

2022/8/1

A cost-sensitive imprecise credal decision tree based on nonparametric predictive inference

Applied Soft Computing

Serafín Moral-García

Joaquín Abellán

Tahani Coolen-Maturi

Frank PA Coolen

2022/7/1

A new label ordering method in Classifier Chains based on imprecise probabilities

Neurocomputing

Serafín Moral-García

Javier G Castellano

Carlos J Mantas

Joaquín Abellán

2022/5/28

Using extreme prior probabilities on the Naive Credal Classifier

Knowledge-Based Systems

Serafín Moral-García

Javier G Castellano

Carlos J Mantas

Joaquín Abellán

2022/2/15

Credal sets representable by reachable probability intervals and belief functions

International Journal of Approximate Reasoning

Serafín Moral-García

Joaquín Abellán

2021/2/1

A decision support tool for credit domains: Bayesian network with a variable selector based on imprecise probabilities

International Journal of Fuzzy Systems

Javier G Castellano

Serafín Moral-García

Carlos J Mantas

María D Benítez

Joaquín Abellán

2021/10

Acknowledgment to Reviewers of Mathematics in 2020

Reyes Aase

Mojtaba Ahmadieh Khanesar

Emilio Abad-Segura

Fatemeh Ahmadpoor

Bilen Emek Abali

...

2021

Combination in the theory of evidence via a new measurement of the conflict between evidences

Expert Systems with Applications

Joaquín Abellán

Serafín Moral-García

María D Benítez

2021/9/15

Acknowledgment to Reviewers of Entropy in 2020

Entropy

Entropy Editorial Office

2021/2

Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory

Serafı́n Moral Garcı́a

Joaquı́n Abellán

2021/8/18

Required mathematical properties and behaviors of uncertainty measures on belief intervals

International Journal of Intelligent Systems

Serafín Moral‐García

Joaquín Abellán

2021/8

Uncertainty-based information measures on the approximate non-parametric predictive inference model

International Journal of General Systems

Serafín Moral-García

Joaquín Abellán

2021/2/17

Imprecise classification with non-parametric predictive inference

Serafín Moral-García

Carlos J Mantas

Javier G Castellano

Joaquín Abellán

2020/6/15

Non-parametric predictive inference for solving multi-label classification

Applied Soft Computing

Serafín Moral-García

Carlos J Mantas

Javier G Castellano

Joaquín Abellán

2020/3/1

Bagging of credal decision trees for imprecise classification

Expert Systems with Applications

Serafín Moral-García

Carlos J Mantas

Javier G Castellano

María D Benítez

Joaquin Abellan

2020/3/1

Critique of modified Deng entropies under the evidence theory

Chaos, Solitons & Fractals

Serafín Moral-García

Joaquín Abellán

2020/11/1

On the Use of m-Probability-Estimation and Imprecise Probabilities in the Naïve Bayes Classifier

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

Javier G Castellano

Serafín Moral-García

Carlos J Mantas

Joaquín Abellán

2020/8

See List of Professors in Joaquín Abellán University(Universidad de Granada)

Co-Authors

H-index: 45
Serafín Moral

Serafín Moral

Universidad de Granada

H-index: 39
Juan de Oña

Juan de Oña

Universidad de Granada

H-index: 36
Frank Coolen

Frank Coolen

Durham University

H-index: 30
Alfonso Montella

Alfonso Montella

Università degli Studi di Napoli Federico II

H-index: 19
Tahani Coolen-Maturi

Tahani Coolen-Maturi

Durham University

H-index: 18
Andres R. Masegosa

Andres R. Masegosa

Universidad de Almería

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